GH Repository · AgentR1
Agent-R1
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
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pythonagent-appPythonllmagentic-rlagent
Agent-R1 is a Python project for training LLM agents with end-to-end reinforcement learning. Per its title, it focuses on the agentic-RL training approach rather than on serving or deploying trained agents.
It gives you a codebase dedicated to training LLM agents via end-to-end reinforcement learning, which you would otherwise have to build yourself.
Use it to
- Train LLM agents with end-to-end reinforcement learning
- Experiment with agentic-RL methods
- Study the repository's training pipeline structure
- Build custom agent training setups on its codebase
For Researchers and engineers training RL-based LLM agents
- Role
- agent-app
- Language
- Python
- Licence
- MIT
- Forks
- 117
- Open issues
- 34
- Last push
- 2026-09-14
topicsagentsreinforcement-learningllmtrainingpythonresearch